Model	Accuracy	AUC	Recall	Prec.	F1	Kappa	MCC
lightgbm	0.7636	0.8392	0.692	0.7362	0.7123	0.5121	0.5138
gbc	0.7498	0.8271	0.6812	0.7164	0.6975	0.4846	0.4859
knn	0.7183	0.7874	0.664	0.6714	0.6654	0.4226	0.4248
ada	0.7104	0.7739	0.6504	0.6649	0.6556	0.4064	0.4083
lr	0.6849	0.7410	0.6131	0.6365	0.6217	0.3524	0.3551
rf	0.6822	0.7425	0.4271	0.7126	0.5306	0.3133	0.3384
svm	0.6764	0.0000	0.4642	0.7290	0.4980	0.3024	0.3492
et	0.6763	0.7528	0.4209	0.6994	0.5241	0.3009	0.3242
dt	0.6645	0.6553	0.5945	0.6089	0.5999	0.3116	0.3129
ridge	0.6501	0.0000	0.6163	0.5862	0.5992	0.2896	0.2912
lda	0.6021	0.6368	0.5635	0.5309	0.5457	0.1926	0.1934
qda	0.5312	0.5201	0.4473	0.4476	0.4471	0.0403	0.0403
nb	0.4688	0.5034	0.7321	0.4262	0.5386	0.0061	0.0084